Jinoh Kim

J. Parallel Distributed Comput., 2020

QoS-enabled Cache Architecture for a Private Cloud.

[BibT_eX]

[DOI]

Taejoon Kim

Yu Gu

Proceedings of the International Conference on Computing, Networking and Communications, 2020

A Learning-based Data Augmentation for Network Anomaly Detection.

[BibT_eX]

[DOI]

Proceedings of the 29th International Conference on Computer Communications and Networks, 2020

Evaluation of Deep Learning Models for Network Performance Prediction for Scientific Facilities.

[BibT_eX]

[DOI]

Makiya Nakashima

Alex Sim

Proceedings of the 3rd International Workshop on Systems and Network Telemetry and Analytics, 2020

Transfer Learning Approach for Botnet Detection Based on Recurrent Variational Autoencoder.

[BibT_eX]

[DOI]

Proceedings of the 3rd International Workshop on Systems and Network Telemetry and Analytics, 2020

Botnet Detection Using Recurrent Variational Autoencoder.

[BibT_eX]

[DOI]

Proceedings of the IEEE Global Communications Conference, 2020

2019

A New Approach to Multivariate Network Traffic Analysis.

[BibT_eX]

[DOI]

Alex Sim

J. Comput. Sci. Technol., 2019

Improving signature quality for network application identification.

[BibT_eX]

[DOI]

Digit. Commun. Networks, 2019

An Ensemble Approach toward Automated Variable Selection for Network Anomaly Detection.

[BibT_eX]

[DOI]

CoRR, 2019

A Hybrid Cache Architecture for Meeting Per-Tenant Performance Goals in a Private Cloud.

[BibT_eX]

[DOI]

Taejoon Kim

Yu Gu

CoRR, 2019

Multivariate network traffic analysis using clustered patterns.

[BibT_eX]

[DOI]

Computing, 2019

A survey of deep learning-based network anomaly detection.

[BibT_eX]

[DOI]

Clust. Comput., 2019

An Empirical Evaluation of Deep Learning for Network Anomaly Detection.

[BibT_eX]

[DOI]

IEEE Access, 2019

Automatic Detection of Network Traffic Anomalies and Changes.

[BibT_eX]

[DOI]

Proceedings of the ACM Workshop on Systems and Network Telemetry and Analytics, 2019

Generating Labeled Flow Data from MAWILab Traces for Network Intrusion Detection.

[BibT_eX]

[DOI]

Caitlin Sim

Jinhwan Choi

Proceedings of the ACM Workshop on Systems and Network Telemetry and Analytics, 2019

Session details: Keynote Speech.

[BibT_eX]

[DOI]

Proceedings of the ACM Workshop on Systems and Network Telemetry and Analytics, 2019

Federated Wireless Network Intrusion Detection.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE International Conference on Big Data (IEEE BigData), 2019

2018

An Empirical Study on Network Anomaly Detection Using Convolutional Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the 38th IEEE International Conference on Distributed Computing Systems, 2018

Website Fingerprinting Attack Mitigation Using Traffic Morphing.

[BibT_eX]

[DOI]

Eric Chan-Tin

Taejoon Kim

Proceedings of the 38th IEEE International Conference on Distributed Computing Systems, 2018

An Encoding Technique for CNN-based Network Anomaly Detection.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Big Data (IEEE BigData 2018), 2018

2017

A lightweight network anomaly detection technique.

[BibT_eX]

[DOI]

Proceedings of the 2017 International Conference on Computing, 2017

An approach to online network monitoring using clustered patterns.

[BibT_eX]

[DOI]

Proceedings of the 2017 International Conference on Computing, 2017

A New Approach to Online, Multivariate Network Traffic Analysis.

[BibT_eX]

[DOI]

Alex Sim

Proceedings of the 26th International Conference on Computer Communication and Networks, 2017

Unsupervised Labeling for Supervised Anomaly Detection in Enterprise and Cloud Networks.

[BibT_eX]

[DOI]

Proceedings of the 4th IEEE International Conference on Cyber Security and Cloud Computing, 2017

2015

Exploiting Replication for Energy-Aware Scheduling in Disk Storage Systems.

[BibT_eX]

[DOI]

IEEE Trans. Parallel Distributed Syst., 2015

Incorporating multiple cluster models for network traffic classification.

[BibT_eX]

[DOI]

Proceedings of the 40th IEEE Conference on Local Computer Networks, 2015

Scalable Security Event Aggregation for Situation Analysis.

[BibT_eX]

[DOI]

Proceedings of the First IEEE International Conference on Big Data Computing Service and Applications, 2015

Security for the scientific data services framework.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE International Conference on Big Data (IEEE BigData 2015), Santa Clara, CA, USA, October 29, 2015

2014

iPACS: Power-aware covering sets for energy proportionality and performance in data parallel computing clusters.

[BibT_eX]

[DOI]

J. Parallel Distributed Comput., 2014

A Hybrid Classifier with a Binning Method for Network Application Identification.

[BibT_eX]

[DOI]

J. Integr. Des. Process. Sci., 2014

A Security-enabled Grid System for MINDS Distributed Data Mining.

[BibT_eX]

[DOI]

Seonho Kim

J. Grid Comput., 2014

2013

Reconciling Multiple Matches for the Signature-Based Application Identification.

[BibT_eX]

[DOI]

J. Commun., 2013

2012

Energy-Saving Techniques for Disk Storage Systems.

[BibT_eX]

[DOI]

Proceedings of the Handbook of Energy-Aware and Green Computing - Two Volume Set., 2012

FREP: Energy proportionality for disk storage using replication.

[BibT_eX]

[DOI]

J. Parallel Distributed Comput., 2012

2011

Passive Network Performance Estimation for Large-Scale, Data-Intensive Computing.

[BibT_eX]

[DOI]

IEEE Trans. Parallel Distributed Syst., 2011

Energy Proportionality and Performance in Data Parallel Computing Clusters.

[BibT_eX]

[DOI]

Proceedings of the Scientific and Statistical Database Management, 2011

Parallel in situ indexing for data-intensive computing.

[BibT_eX]

[DOI]

Proceedings of the IEEE Symposium on Large Data Analysis and Visualization, 2011

Energy-Aware Scheduling in Disk Storage Systems.

[BibT_eX]

[DOI]

Proceedings of the 2011 International Conference on Distributed Computing Systems, 2011

Energy proportionality for disk storage using replication.

[BibT_eX]

[DOI]

Proceedings of the EDBT 2011, 2011

2010

Using Replication for Energy Conservation in RAID Systems.

[BibT_eX]

Proceedings of the International Conference on Parallel and Distributed Processing Techniques and Applications, 2010

2009

Using Data Accessibility for Resource Selection in Large-Scale Distributed Systems.

[BibT_eX]

[DOI]

IEEE Trans. Parallel Distributed Syst., 2009

2008

Accessibility-Based Resource Selection in Loosely-Coupled Distributed Systems.

[BibT_eX]

[DOI]

Proceedings of the 28th IEEE International Conference on Distributed Computing Systems (ICDCS 2008), 2008

2007

NGS: Service Adaptation in Open Grid Platforms.

[BibT_eX]

[DOI]

Proceedings of the 21th International Parallel and Distributed Processing Symposium (IPDPS 2007), 2007

DDDAS/ITR: A Data Mining and Exploration Middleware for Grid and Distributed Computing.

[BibT_eX]

[DOI]

Proceedings of the Computational Science, 2007

Exploiting Heterogeneity for Collective Data Downloading in Volunteer-based Networks.

[BibT_eX]

[DOI]

Proceedings of the Seventh IEEE International Symposium on Cluster Computing and the Grid (CCGrid 2007), 2007

2005

Design and Implementation of Policy Decision Point in Policy-Based Network.

[BibT_eX]

[DOI]

Geonlyang Kim

Jungchan Na

Proceedings of the 4th Annual ACIS International Conference on Computer and Information Science (ICIS 2005), 2005

2004

Role-based policy distribution techniques in policy-based networks.

[BibT_eX]

Proceedings of the IASTED International Conference on Communications, Internet, and Information Technology, November 22, 2004

2003

An Integrated Network-Wide Defense Framework (INwDF) for Large Networks.

[BibT_eX]

Proceedings of the International Conference on Security and Management, 2003

Applying Data Mining Techniques to Analyze Alert Data.

[BibT_eX]

[DOI]

Proceedings of the Web Technologies and Applications, 5th Asian-Pacific Web Conference, 2003

2002

Policy-Based Intrusion Detection and Automated Response Mechanism.

[BibT_eX]

[DOI]